Biwei Huang

DeepTrader: A Deep Reinforcement Learning Approach for Risk-Return Balanced Portfolio Management with Market Conditions Embedding

Zhicheng Wang, Biwei Huang, Shikui Tu et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 127 citations · Full text

Business, Finance, Financial Management +13

Generalized Score Functions for Causal Discovery

Biwei Huang, Kun Zhang, Yizhu Lin et al. · 2018 · 107 citations · Full text

Public Health, Biostatistics, Causal Inference +14

Causal Discovery from Nonstationary/Heterogeneous Data: Skeleton Estimation and Orientation Determination

Kun Zhang, Biwei Huang, Jiji Zhang et al. · 2017 · 86 citations · Full text

Computing, Computer Science, Data Science +13

Estimating feedforward and feedback effective connections from fMRI time series: Assessments of statistical methods

Rubén Sánchez-Romero, Joseph Ramsey, Kun Zhang et al. · Network Neuroscience · 2018 · 85 citations · Full text

Life Sciences, Neurobiology, Neuroscience +17

Causal Discovery from Heterogeneous/Nonstationary Data

Biwei Huang, Jiji Zhang, Joseph Ramsey et al. · arXiv (Cornell University) · 2019 · 76 citations · Full text

Public Health, Biostatistics, Data Science +14